Publications
(2012).
(2013).
LOGOS: A Modular Bayesian Model for de Novo Motif Detection.
Proceedings of IEEE Computer Society Bioinformatic Conference IPTPS.
(2003).
(2002). Bayesian Haplotype Inference via the Dirichlet Process.
Proceedings of the Second RECOMB Satellite Workshop on Computational Methods for SNP and Haplotypes. 99-112.
(2004). Feature Selection for High-Dimensional Genomic Microarray Data.
Proceedings of the 18th International Conference on Machine Learning (ICML 2001). 601-608.
(2001). MotifPrototyper: A Bayesian Profile Model for Motif Families.
Proceedings of the National Academy of Sciences of the United States of America. 101(29), 10523-10528.
(2004).
(2002). Bayesian Haplotype Inference via the Dirichlet Process.
Proceedings of ICML 2004.
(2004). CLIFF: Clustering of High-Dimensional Microarray Data via Iterative Feature Filtering Using Normalized Cuts.
17, S306-S315.
(2001). Modeling Radiometric Uncertainty for Vision with Tone-Mapped Color Images.
IEEE Transactions on Pattern Analysis and Machine Intelligence. 36(11), 2185-2198.
(2014).
(2012). Sub-sampled Newton Methods with Non-uniform Sampling.
Proceedings of the 2016 NIPS Conference.
(2016). Metodo de Eliminacion de Reenvios Basado en Contador y Adaptable a la Movilidad para Reducir la Sobrecarga de Datos al Encaminar.
Proceedings of the V Jornadas de Ingenieria Telematica.
(2005). A Semantics-Based Decision Theory Region Analyser.
Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI 1973). 580-588.
(1973).
(2009).
(2009). A Comparison of Single- and Multi-Objective Programming Approaches to Problems with Multiple Design Objectives.
Journal of Signal Processing Systems.
(2008).
(2009).
(2014). Weighted SGD for ℓp Regression with Randomized Preconditioning.
Proceedings of the 27th Annual SODA Conference. 558-569.
(2015). Relevance of Time-Frequency Features for Phonetic and SpeakerChannel Classification.
Speech Communication. 1(31), 35-50.
(2000). Identifying Important Ions and Positions in Mass Spectrometry Imaging Data Using CUR Matrix Decompositions.
Analytical Chemistry. 87(9), 4658-4666.
(2015).
(2008). A Model-Based Approach for Analysis of Spatial Structure in Genetic Data.
Nature Genetics. 44, 725-731.
(2012).